{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 提取文本（OCR API）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "(0.0, 1.0, 0.0, 1.0)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.patches import Rectangle\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "ocr_url = \"https://cjn813.cognitiveservices.azure.com/vision/v3.1/ocr\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/chen_jia_nan/wx923/raw/master/pictures/English.jpg\"\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': \"e33e05cf8a914c73b9a740cab41e61cc\"}\n",
    "params = {'language': 'unk', 'detectOrientation': 'true'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(ocr_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "analysis = response.json()\n",
    "\n",
    "# Extract the word bounding boxes and text.\n",
    "line_infos = [region[\"lines\"] for region in analysis[\"regions\"]]\n",
    "word_infos = []\n",
    "for line in line_infos:\n",
    "    for word_metadata in line:\n",
    "        for word_info in word_metadata[\"words\"]:\n",
    "            word_infos.append(word_info)\n",
    "word_infos\n",
    "\n",
    "# Display the image and overlay it with the extracted text.\n",
    "plt.figure(figsize=(5, 5))\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "ax = plt.imshow(image, alpha=0.5)\n",
    "for word in word_infos:\n",
    "    bbox = [int(num) for num in word[\"boundingBox\"].split(\",\")]\n",
    "    text = word[\"text\"]\n",
    "    origin = (bbox[0], bbox[1])\n",
    "    patch = Rectangle(origin, bbox[2], bbox[3],\n",
    "                      fill=False, linewidth=2, color='y')\n",
    "    ax.axes.add_patch(patch)\n",
    "    plt.text(origin[0], origin[1], text, fontsize=20, weight=\"bold\", va=\"top\")\n",
    "plt.show()\n",
    "plt.axis(\"off\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 识别一下名人（创建并运行名人示例）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result': {'celebrities': [{'name': 'Xi Jinping', 'confidence': 0.9997263550758362, 'faceRectangle': {'left': 149, 'top': 68, 'width': 46, 'height': 46}}]}, 'requestId': '8c5110cb-632d-49cb-80a0-0e6e4c71e7ab', 'metadata': {'height': 227, 'width': 347, 'format': 'Jpeg'}}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import requests\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "# Replace <Subscription Key> with your valid subscription key.\n",
    "subscription_key = \"e33e05cf8a914c73b9a740cab41e61cc\"\n",
    "assert subscription_key\n",
    "\n",
    "vision_base_url = \"https://cjn813.cognitiveservices.azure.com/vision/v2.1/\"\n",
    "\n",
    "celebrity_analyze_url = vision_base_url + \"models/celebrities/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/chen_jia_nan/wx923/raw/master/pictures/%E4%B9%A0%E8%BF%91%E5%B9%B3.jpg\"\n",
    "\n",
    "\n",
    "headers = {'Ocp-Apim-Subscription-Key': subscription_key}\n",
    "params = {'model': 'celebrities'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(\n",
    "    celebrity_analyze_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The\n",
    "# most relevant celebrity for the image is obtained from the 'result' property.\n",
    "analysis = response.json()\n",
    "assert analysis[\"result\"][\"celebrities\"] is not []\n",
    "print(analysis)\n",
    "celebrity_name = analysis[\"result\"][\"celebrities\"][0][\"name\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the celebrity name.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(celebrity_name, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 识别地标（创建并运行地标示例）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'result': {'landmarks': [{'name': 'Tiananmen Square', 'confidence': 0.9903297424316406}]}, 'requestId': 'e659ce62-e750-4151-82f4-f20cee93bf35', 'metadata': {'height': 315, 'width': 474, 'format': 'Jpeg'}}\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import os\n",
    "import sys\n",
    "import requests\n",
    "# If you are using a Jupyter notebook, uncomment the following line.\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "\n",
    "# Add your Computer Vision subscription key and endpoint to your environment variables.\n",
    "#if 'COMPUTER_VISION_SUBSCRIPTION_KEY' in os.environ:\n",
    "   # subscription_key = os.environ['COMPUTER_VISION_SUBSCRIPTION_KEY']\n",
    "#else:\n",
    "   # print(\"\\nSet the COMPUTER_VISION_SUBSCRIPTION_KEY environment variable.\\n**Restart your shell or IDE for changes to take effect.**\")\n",
    "    #sys.exit()\n",
    "\n",
    "#if 'COMPUTER_VISION_ENDPOINT' in os.environ:\n",
    " #   endpoint = os.environ['COMPUTER_VISION_ENDPOINT']\n",
    "\n",
    "landmark_analyze_url = \"https://cjn813.cognitiveservices.azure.com/vision/v3.1/models/landmarks/analyze\"\n",
    "\n",
    "# Set image_url to the URL of an image that you want to analyze.\n",
    "image_url = \"https://gitee.com/chen_jia_nan/wx923/raw/master/pictures/tiananmen.jpg\"\n",
    "headers = {'Ocp-Apim-Subscription-Key': 'e33e05cf8a914c73b9a740cab41e61cc'}\n",
    "params = {'model': 'landmarks'}\n",
    "data = {'url': image_url}\n",
    "response = requests.post(\n",
    "    landmark_analyze_url, headers=headers, params=params, json=data)\n",
    "response.raise_for_status()\n",
    "\n",
    "# The 'analysis' object contains various fields that describe the image. The\n",
    "# most relevant landmark for the image is obtained from the 'result' property.\n",
    "analysis = response.json()\n",
    "assert analysis[\"result\"][\"landmarks\"] is not []\n",
    "print(analysis)\n",
    "landmark_name = analysis[\"result\"][\"landmarks\"][0][\"name\"].capitalize()\n",
    "\n",
    "# Display the image and overlay it with the landmark name.\n",
    "image = Image.open(BytesIO(requests.get(image_url).content))\n",
    "plt.imshow(image)\n",
    "plt.axis(\"off\")\n",
    "_ = plt.title(landmark_name, size=\"x-large\", y=-0.1)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
